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Research article

First published 2022-9-20

Deep reinforcement learning for multi-agent interaction

Ibrahim H. Ahmed, Cillian Brewitt, Ignacio Carlucho [...]

The European Journal on Artificial Intelligence

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Research article

First published 2023-1

A multi-agent deep reinforcement learning method for co 2 flooding rates optimization

Li Rongtao, Xinwei Liao, Xiaoyan Wang [...]

Energy Exploration & Exploitation

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Research article

First published 2025-7

Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management

Xiaotian Liu, Ming Hu, Yijie Peng [...]

Production and Operations Management

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Case report

First published 2024-8

Multi-agent deep reinforcement learning with actor-attention-critic for traffic light control

Bin Wang, ZhengKun He, JinFang Sheng [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026-1

A cooperative lateral and vertical control strategy for autonomous vehicles based on multi-agent deep reinforcement learning

Qianjie Liu, Peixiang Xiong, Qingyuan Zhu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-5

A clustering-aided multi-agent deep reinforcement learning for multi-objective parallel batch processing machines scheduling in semiconductor manufacturing

Peng Zhang, Mengyu Jin, Ming Wang [...]

Measurement and Control

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Research article

First published 2024-12

Autonomous ecologies of construction: Collaborative modular robotic material eco-systems with deep multi-agent reinforcement learning

Tyson Hosmer, Sergio Mutis, Octavian Gheorghiu [...]

International Journal of Architectural Computing

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Research article

First published 2022-8

A Friend-or-Foe framework for multi-agent reinforcement learning policy generation in mixing cooperative–competitive scenarios

Yu Sun, Jun Lai, Lei Cao [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-9

Multi-Agent Deep Reinforcement Learning for Multi-Lane Freeways Differential Variable Speed Limit Control in Mixed Traffic Environment

Lei Han, Lun Zhang, Weian Guo

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2020-11

Exploring communication protocols and centralized critics in multi-agent deep learning

David Simões, Nuno Lau, Luís Paulo Reis

Integrated Computer-Aided Engineering

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